Chanjin Zheng
Chanjin Zheng has 2 papers in our library, in 2026, most of them on Grammatical error correction & learner language; often with Helen Yannakoudakis, Wei Xia, Zheng Yuan.
OpenAlex · ORCID · h-index 10 · 54 works · 641 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workSocial Sciences · 1 workEducation · 1 workInformation Systems · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workVisual Arts and Performing Arts · 1 work
🧭 Topics 1Research subjects and languages the work is about.Grammatical error correction & learner language · 1 work
Works by year
2020s
Papers
- KidsArtBench: Multi-Dimensional Children's Art Evaluation with Attribute-Aware MLLMs (2026 · 1 citation)
Multimodal LLMs remain weak at judging artistic expression. Aesthetic qualities are abstract, and annotated artwork data is rare. Existing aesthetics datasets usually give a single overall score and focus on adult photos or art. The authors address this gap with KidsArtBench, a set of 1,046 drawings by children aged… - PsyScore: A Psychometrically-Aware Framework for Trait-Adaptive Essay Scoring and ZPD-Scaffolded Feedback (2026 · 1 citation)
Automated essay scoring systems usually separate grading from feedback. Neural scorers are hard to interpret, and LLM-generated comments ignore how skilled the writer is. PsyScore connects the two through one latent ability estimate θ drawn from Item Response Theory. A BERT encoder for each trait maps an essay to θ…
Co-authors here
Venues
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
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